Alex Sen Gupta

Carbonator Browser


Carbonator Climate Model

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What is Carbonator?

Carbonator is a simple climate model developed at UNSW's Climate Change Research Centre. Unlike full climate models that can tell us how climate variables evolve at different locations, Carbonator focuses on globally averaged changes—but does so with remarkable efficiency and accessibility.

Using only 20-30 lines of computer code, Carbonator can simulate decades of climate system evolution in just a few seconds on your computer. Despite its simplicity, it's based on the same fundamental laws of physics that underpin state-of-the-art climate models—particularly the conservation of energy—and produces results remarkably similar to those complex models for key global variables.

How Does Carbonator Work?

Carbonator transforms six user-defined inputs into comprehensive climate projections:

From these inputs, Carbonator calculates how key climate variables evolve over time:

For Teaching and Learning

Carbonator is specifically designed for inquiry-based, blended, and independent learning across secondary schools through to university level. Science inquiry involves identifying and posing questions, and Carbonator provides an ideal platform for students to construct questions, develop hypotheses, and test predictions.

Hypothesis Testing

Run scenarios to see how the planet reacts to different emission pathways and interventions. Students can explore "what if" questions and immediately observe the consequences.

Understanding Models

Learn what a model is and how simple models like Carbonator can reveal important information about the real world climate system.

Hands-On Climate Science

Directly explore how and why greenhouse gases, aerosols, and other factors affect the climate system through interactive manipulation of variables.

Data Analysis Skills

Export data to perform statistical analysis, create visualizations, and compare model outputs with observational data.

Example Student Projects

Students can explore a wide range of climate science questions using Carbonator. Example investigations include:

For Research

While Carbonator's primary purpose is education, it has proven valuable for research applications where rapid hypothesis testing and probabilistic projections are needed. The model's transparency and computational efficiency make it ideal for exploring scenario uncertainties and conducting sensitivity analyses.

Research Application Example

Sherwood et al. (2022) used an enhanced version of Carbonator to calculate probability distributions of committed warming—the future warming that would occur if all emissions stopped immediately. Their study, published in Environmental Research Letters, revealed that even with complete emissions cessation in 2020, there remained a 15% chance of exceeding the 1.5°C Paris target.

Read the full study →

This demonstrates how simplified models can address urgent policy questions that complex models struggle with due to computational constraints. The study combined Carbonator with a Bayesian approach incorporating multiple lines of evidence, showing that the uncertainty in committed warming arises mainly from present-day aerosol forcing.

Advanced Features

For advanced users, Carbonator offers additional capabilities:

Getting Started

Ready to explore climate science through hands-on modeling? Visit Carbonator to begin your investigation.

Visit carbonator.org →